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Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring

The use of digital accelerometers featuring high sensitivity and low noise levels in wireless smart sensors (WSSs) is becoming increasingly common for structural health monitoring (SHM) applications. Improvements in the design of Micro Electro-Mechanical System (MEMS) based digital accelerometers al...

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Autores principales: Veluthedath Shajihan, Shaik Althaf, Chow, Raymond, Mechitov, Kirill, Fu, Yuguang, Hoang, Tu, Spencer, Billie F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436125/
https://www.ncbi.nlm.nih.gov/pubmed/32727037
http://dx.doi.org/10.3390/s20154169
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author Veluthedath Shajihan, Shaik Althaf
Chow, Raymond
Mechitov, Kirill
Fu, Yuguang
Hoang, Tu
Spencer, Billie F.
author_facet Veluthedath Shajihan, Shaik Althaf
Chow, Raymond
Mechitov, Kirill
Fu, Yuguang
Hoang, Tu
Spencer, Billie F.
author_sort Veluthedath Shajihan, Shaik Althaf
collection PubMed
description The use of digital accelerometers featuring high sensitivity and low noise levels in wireless smart sensors (WSSs) is becoming increasingly common for structural health monitoring (SHM) applications. Improvements in the design of Micro Electro-Mechanical System (MEMS) based digital accelerometers allow for high resolution sensing required for SHM with low power consumption suitable for WSSs. However, new approaches are needed to synchronize data from these sensors. Data synchronization is essential in wireless smart sensor networks (WSSNs) for accurate condition assessment of structures and reduced false-positive indications of damage. Efforts to achieve synchronized data sampling from multiple WSS nodes with digital accelerometers have been lacking, primarily because these sensors feature an internal Analog to Digital Converter (ADC) to which the host platform has no direct access. The result is increased uncertainty in the ADC startup time and thus worse synchronization among sensors. In this study, a high-sensitivity digital accelerometer is integrated with a next-generation WSS platform, the Xnode. An adaptive iterative algorithm is used to characterize these delays without the need for a dedicated evaluation setup and hardware-level access to the ADC. Extensive tests are conducted to evaluate the performance of the accelerometer experimentally. Overall time-synchronization achieved is under 15 µs, demonstrating the efficacy of this approach for synchronization of critical SHM applications.
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spelling pubmed-74361252020-08-24 Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring Veluthedath Shajihan, Shaik Althaf Chow, Raymond Mechitov, Kirill Fu, Yuguang Hoang, Tu Spencer, Billie F. Sensors (Basel) Article The use of digital accelerometers featuring high sensitivity and low noise levels in wireless smart sensors (WSSs) is becoming increasingly common for structural health monitoring (SHM) applications. Improvements in the design of Micro Electro-Mechanical System (MEMS) based digital accelerometers allow for high resolution sensing required for SHM with low power consumption suitable for WSSs. However, new approaches are needed to synchronize data from these sensors. Data synchronization is essential in wireless smart sensor networks (WSSNs) for accurate condition assessment of structures and reduced false-positive indications of damage. Efforts to achieve synchronized data sampling from multiple WSS nodes with digital accelerometers have been lacking, primarily because these sensors feature an internal Analog to Digital Converter (ADC) to which the host platform has no direct access. The result is increased uncertainty in the ADC startup time and thus worse synchronization among sensors. In this study, a high-sensitivity digital accelerometer is integrated with a next-generation WSS platform, the Xnode. An adaptive iterative algorithm is used to characterize these delays without the need for a dedicated evaluation setup and hardware-level access to the ADC. Extensive tests are conducted to evaluate the performance of the accelerometer experimentally. Overall time-synchronization achieved is under 15 µs, demonstrating the efficacy of this approach for synchronization of critical SHM applications. MDPI 2020-07-27 /pmc/articles/PMC7436125/ /pubmed/32727037 http://dx.doi.org/10.3390/s20154169 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Veluthedath Shajihan, Shaik Althaf
Chow, Raymond
Mechitov, Kirill
Fu, Yuguang
Hoang, Tu
Spencer, Billie F.
Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
title Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
title_full Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
title_fullStr Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
title_full_unstemmed Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
title_short Development of Synchronized High-Sensitivity Wireless Accelerometer for Structural Health Monitoring
title_sort development of synchronized high-sensitivity wireless accelerometer for structural health monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436125/
https://www.ncbi.nlm.nih.gov/pubmed/32727037
http://dx.doi.org/10.3390/s20154169
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